How can one-hot vectors be used to represent class labels in a CNN?
Sunday, 13 August 2023
by EITCA Academy
One-hot vectors are commonly used to represent class labels in convolutional neural networks (CNNs). In this field of Artificial Intelligence, a CNN is a deep learning model specifically designed for image classification tasks. To understand how one-hot vectors are utilized in CNNs, we need to first grasp the concept of class labels and their representation.
What is the significance of the last element in each list representing the class in the train and test sets?
Monday, 07 August 2023
by EITCA Academy
The significance of the last element in each list representing the class in the train and test sets is an essential aspect in machine learning, specifically in the context of programming a K nearest neighbors (KNN) algorithm. In KNN, the last element of each list represents the class label or target variable of the corresponding